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Customer Segmentation Analysis

import numpy as np     
import pandas as pd 
import matplotlib.pyplot as plt 
import seaborn as sns 
from sklearn.cluster import KMeans
import warnings
warnings.filterwarnings("ignore")
Reading data
df = pd.read_csv(r"C:\\Users\\aansh\\OneDrive\\Desktop\\Customer-Segmentation-Analysis-main\Mall_Customers.csv")
df.head()
df.shape
(200, 5)